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1.
PLoS One ; 19(4): e0289188, 2024.
Article in English | MEDLINE | ID: mdl-38683803

ABSTRACT

To control the SARS-CoV-2 pandemic, healthcare systems have focused on ramping up their capacity for epidemiological surveillance through viral whole genome sequencing. In this paper, we tested the performance of two protocols of SARS-CoV-2 nucleic acid enrichment, an amplicon enrichment using different versions of the ARTIC primer panel and a hybrid-capture method using KAPA RNA Hypercap. We focused on the challenge of the Omicron variant sequencing, the advantages of automated library preparation and the influence of the bioinformatic analysis in the final consensus sequence. All 94 samples were sequenced using Illumina iSeq 100 and analysed with two bioinformatic pipelines: a custom-made pipeline and an Illumina-owned pipeline. We were unsuccessful in sequencing six samples using the capture enrichment due to low reads. On the other hand, amplicon dropout and mispriming caused the loss of mutation G21987A and the erroneous addition of mutation T15521A respectively using amplicon enrichment. Overall, we found high sequence agreement regardless of method of enrichment, bioinformatic pipeline or the use of automation for library preparation in eight different SARS-CoV-2 variants. Automation and the use of a simple app for bioinformatic analysis can simplify the genotyping process, making it available for more diagnostic facilities and increasing global vigilance.


Subject(s)
COVID-19 , High-Throughput Nucleotide Sequencing , SARS-CoV-2 , SARS-CoV-2/genetics , SARS-CoV-2/isolation & purification , Humans , COVID-19/epidemiology , COVID-19/virology , High-Throughput Nucleotide Sequencing/methods , Genome, Viral , RNA, Viral/genetics , Mutation , Epidemiological Monitoring , Computational Biology/methods , Whole Genome Sequencing/methods
2.
Sci Rep ; 13(1): 7786, 2023 05 13.
Article in English | MEDLINE | ID: mdl-37179356

ABSTRACT

Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) has been and remains one of the major challenges modern society has faced thus far. Over the past few months, large amounts of information have been collected that are only now beginning to be assimilated. In the present work, the existence of residual information in the massive numbers of rRT-PCRs that tested positive out of the almost half a million tests that were performed during the pandemic is investigated. This residual information is believed to be highly related to a pattern in the number of cycles that are necessary to detect positive samples as such. Thus, a database of more than 20,000 positive samples was collected, and two supervised classification algorithms (a support vector machine and a neural network) were trained to temporally locate each sample based solely and exclusively on the number of cycles determined in the rRT-PCR of each individual. Overall, this study suggests that there is valuable residual information in the rRT-PCR positive samples that can be used to identify patterns in the development of the SARS-CoV-2 pandemic. The successful application of supervised classification algorithms to detect these patterns demonstrates the potential of machine learning techniques to aid in understanding the spread of the virus and its variants.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , SARS-CoV-2/genetics , COVID-19/diagnosis , Reverse Transcriptase Polymerase Chain Reaction , Algorithms , Machine Learning , COVID-19 Testing
3.
Virol J ; 19(1): 168, 2022 10 27.
Article in English | MEDLINE | ID: mdl-36303187

ABSTRACT

BACKGROUND: SARS-CoV-2 variant tracking is key to the genomic surveillance of the COVID-19 pandemic. While next-generation sequencing (NGS) is commonly used for variant determination, it is expensive and time-consuming. Variant-specific PCR (vsPCR) is a faster, cheaper method that detects specific mutations that are considered variant-defining. These tests usually rely on specific amplification when a mutation is present or a specific melting temperature peak after amplification. CASE PRESENTATION: A discrepant result between vsPCR and NGS was found in seventeen SARS-CoV-2 samples from Galicia, Spain. A cluster of BA.1 Omicron SARS-CoV-2 variant showed a BA.2-like melting temperature pattern due to a point mutation (C21772T) downstream the deletion of the spike amino acids 69/70. As the 69/70 deletion is widely used for differentiation between BA.1 and BA.2 by vsPCR, C21772T can cause BA.1 samples to be misinterpreted as BA.2. Over a thousand BA.1 sequences in the EpiCoV database contain this mutation. CONCLUSIONS: To our knowledge, this is the first case of a point mutation causing a vsPCR algorithm to misclassify BA.1 samples as BA.2. This is an example of how mutations in the probe target area of vsPCR tests based on melting curve analysis can lead to variant misclassification. NGS confirmation of vsPCR results is relevant for the accuracy of the epidemiological surveillance. In order to overcome the possible impact of novel mutations, diagnostic tools must be constantly updated.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , SARS-CoV-2/genetics , Point Mutation , Pandemics , COVID-19/diagnosis , Polymerase Chain Reaction , Mutation
4.
BMC Infect Dis ; 20(1): 745, 2020 Oct 12.
Article in English | MEDLINE | ID: mdl-33046011

ABSTRACT

BACKGROUND: Workers and residents in Care Homes are considered at special risk for the acquisition of SARS-CoV-2 infection, due to the infectivity and high mortality rate in the case of residents, compared to other containment areas. The role of presymptomatic people in transmission has been shown to be important and the early detection of these people is critical for the control of new outbreaks. Pooling strategies have proven to preserve SARS-CoV-2 testing resources. The aims of the present study, based in our local experience, were (a) to describe SARS-CoV-2 prevalence in institutionalized people in Galicia (Spain) during the Coronavirus pandemic and (b) to evaluate the expected performance of a pooling strategy using RT-PCR for the next rounds of screening of institutionalized people. METHODS: A total of 25,386 Nasopharyngeal swab samples from the total of the residents and workers at Care Homes in Galicia (March to May 2020) were individually tested using RT-PCR. Prevalence and quantification cycle (Cq) value distribution of positives was calculated. Besides, 26 pools of 20 samples and 14 pools of 5 samples were tested using RT-PCR as well (1 positive/pool). Pooling proof of concept was performed in two populations with 1.7 and 2% prevalence. RESULTS: Distribution of SARS-CoV-2 infection at Care Homes was uneven (0-60%). As the virus circulation global rate was low in our area (3.32%), the number of people at risk of acquiring the infection continues to be very high. In this work, we have successfully demonstrated that pooling of different groups of samples at low prevalence clusters, can be done with a small average delay on Cq values (5 and 2.85 cycles for pools of 20 and 5 samples, respectively). CONCLUSIONS: A new screening system with guaranteed protection is required for small clusters, previously covered with individual testing. Our proposal for Care Homes, once prevalence zero is achieved, would include successive rounds of testing using a pooling solution for transmission control preserving testing resources. Scale-up of this method may be of utility to confront larger clusters to avoid the viral circulation and keeping them operative.


Subject(s)
Betacoronavirus/genetics , Betacoronavirus/isolation & purification , Clinical Laboratory Techniques/methods , Coronavirus Infections/diagnosis , Coronavirus Infections/prevention & control , Nursing Homes/statistics & numerical data , Pandemics/prevention & control , Pneumonia, Viral/diagnosis , Pneumonia, Viral/prevention & control , COVID-19 , COVID-19 Testing , Coronavirus Infections/transmission , Coronavirus Infections/virology , Disease Outbreaks/prevention & control , Disease Outbreaks/statistics & numerical data , Humans , Pneumonia, Viral/transmission , Pneumonia, Viral/virology , Reverse Transcriptase Polymerase Chain Reaction , SARS-CoV-2 , Spain/epidemiology
7.
Enferm Infecc Microbiol Clin ; 24(9): 541-5, 2006 Nov.
Article in Spanish | MEDLINE | ID: mdl-17125671

ABSTRACT

OBJECTIVE: The aim of this study is to assess a real-time PCR technique on the LightCycler 2.0 with SYBR-Green I detection as compared to another real-time PCR method based on detection with FRET (fluorescence resonance energy transfer) probes for the quantification of CMV DNA. METHODS: The two real-time PCR methods were used to test plasma samples from immunocompromised patients with clinically suspected CMV disease, patients under follow-up without symptoms, and healthy adults. A standard curve for quantitative analysis by the SYBR-Green I method was performed with 10-fold diluted solutions of DNA from the CMV Towne strain (ATCC VR-977) cultured in MRC-5 monolayer. In addition, frozen samples from patients positive for CMV pp65 antigenemia were also analyzed and results compared using the two real time PCR methods. RESULTS: The real-time PCR technique using SYBR-Green I on the LightCycler 2.0 was a highly specific, fast, simple and reliable test to quantify CMV; moreover, it was cost-effective. CONCLUSION: Quantification of CMV DNA in plasma using this sensitive, fast, low-cost method was advantageous for the diagnosis and follow up of patients with opportunistic CMV infection, which are increasingly more frequent in our daily hospital clinical practice.


Subject(s)
Antigens, Viral/blood , Computer Systems , Cytomegalovirus Infections/blood , DNA, Viral/blood , Fluorescent Dyes/analysis , Opportunistic Infections/blood , Organic Chemicals/analysis , Polymerase Chain Reaction/methods , Viremia/blood , AIDS-Related Opportunistic Infections/blood , AIDS-Related Opportunistic Infections/diagnosis , AIDS-Related Opportunistic Infections/virology , Adult , Benzothiazoles , Bone Marrow Transplantation , Cell Line , Child , Computer Systems/economics , Cytomegalovirus/genetics , Cytomegalovirus/immunology , Cytomegalovirus/isolation & purification , Cytomegalovirus Infections/diagnosis , Cytomegalovirus Infections/virology , Diamines , Fluorescence Resonance Energy Transfer , Humans , Immunocompromised Host , Infant, Newborn , Neoplasms/complications , Neutrophils/virology , Opportunistic Infections/diagnosis , Opportunistic Infections/virology , Phosphoproteins/blood , Polymerase Chain Reaction/economics , Polymerase Chain Reaction/instrumentation , Polymerase Chain Reaction/standards , Postoperative Complications/blood , Postoperative Complications/diagnosis , Postoperative Complications/virology , Quinolines , Reagent Kits, Diagnostic , Reference Standards , Sensitivity and Specificity , Viral Matrix Proteins/blood , Viremia/diagnosis , Viremia/virology
8.
Enferm. infecc. microbiol. clín. (Ed. impr.) ; 24(9): 541-545, nov. 2006. tab, graf
Article in Es | IBECS | ID: ibc-051038

ABSTRACT

Objetivo. El objetivo del presente estudio es evaluar una técnica rápida y sencilla de reacción en cadena de la polimerasa (PCR) en tiempo real en LightCycler 2.0 revelada con SYBR-Green I, comparándola con otra técnica de PCR en tiempo real que utiliza sondas FRET (fluorescence resonance energy transfer) para revelar la amplificación. Métodos. Los dos métodos de PCR en tiempo real se compararon utilizando muestras de plasma de pacientes inmunodeprimidos con sospecha clínica de enfermedad por citomegalovirus (CMV), de pacientes monitorizados sin sintomatología, y de adultos sanos. El estudio se completó con otras muestras de plasma congeladas de casos positivos por antigenemia pp65, y con ADN de CMV de la cepa Towne (ATCC VR-977) obtenido de cultivo en MRC-5, con el que elaboramos una curva estándar para su cuantificación. Resultados. La PCR revelada con SYBR-Green I resultó ser claramente la más rentable por su alta sensibilidad, rapidez y sencilla realización, además de su bajo coste. Conclusión. La determinación cuantitativa de ADN de CMV en plasma utilizando un método sensible, rápido y de bajo coste, como el que proponemos, supone una clara ventaja para el diagnóstico y seguimiento de estos cuadros, especialmente en hospitales como el nuestro, donde en los últimos años se ha incrementado sensiblemente el número de pacientes susceptibles de padecer esta infección oportunista (AU)


Objective. The aim of this study is to assess a real-time PCR technique on the LightCycler 2.0 with SYBR-Green I detection as compared to another real-time PCR method based on detection with FRET (fluorescence resonance energy transfer) probes for the quantification of CMV DNA. Methods. The two real-time PCR methods were used to test plasma samples from immunocompromised patients with clinically suspected CMV disease, patients under follow-up without symptoms, and healthy adults. A standard curve for quantitative analysis by the SYBR-Green I method was performed with 10-fold diluted solutions of DNA from the CMV Towne strain (ATCC VR-977) cultured in MRC-5 monolayer. In addition, frozen samples from patients positive for CMV pp65 antigenemia were also analyzed and results compared using the two real time PCR methods. Results. The real-time PCR technique using SYBR-Green I on the LightCycler 2.0 was a highly specific, fast, simple and reliable test to quantify CMV; moreover, it was cost-effective. Conclusion. Quantification of CMV DNA in plasma using this sensitive, fast, low-cost method was advantageous for the diagnosis and follow up of patients with opportunistic CMV infection, which are increasingly more frequent in our daily hospital clinical practice (AU)


Subject(s)
Humans , Polymerase Chain Reaction/methods , Cytomegalovirus/genetics , Computer Systems , DNA, Viral/analysis , Cytomegalovirus Infections/blood , Nucleic Acid Amplification Techniques/methods
11.
Article in Es | IBECS | ID: ibc-25013

ABSTRACT

INTRODUCCIÓN. Aspergillus fumigatus es un hongo filamentoso que se comporta como patógeno oportunista y constituye una de las complicaciones infecciosas más importantes en los pacientes inmunocomprometidos. Los brotes nosocomiales de aspergilosis son cada vez más frecuentes, pero su identificación y caracterización epidemiológica es lenta y laboriosa. OBJETIVO. Describir un método rápido, sensible y específico para la identificación de A. fumigatus y su caracterización genotípica dentro de las posibilidades diagnósticas habituales en un laboratorio clínico de microbiología. MÉTODOS. Se utilizaron cepas de A. fumigatus procedentes de pacientes con aspergilosis invasivas (n = 4), medio ambiente hospitalario (n = 5) y colecciones de referencia (n = 1), así como otras especies fúngicas filogenéticamente próximas aisladas de pacientes (n = 1), del medio hospitalario (n = 6) o de colecciones de referencia (n = 1). La identificación de A. fumigatus se realizó tanto por métodos fenotípicos clásicos como mediante touchdown PCR (reacción en cadena de la polimerasa). La caracterización genotípica se llevó a cabo por RAPD (polimorfismo derivado de la amplificación aleatoria de ADN), comparando distintos protocolos de amplificación y tipos de primer (OPZ-19 y R-108) en relación con su poder resolutivo y reproducibilidad. RESULTADOS. Los resultados de la identificación fenotípica y molecular coincidieron plenamente. La caracterización molecular por RAPD presentó los mejores resultados, en cuanto a reproducibilidad y resolución se refiere, con el primer R-108 y tiempo prolongado de transición entre hibridación y elongación. CONCLUSIÓN. El análisis por RAPD es un método seguro y rápido para la caracterización genotípica de A. fumigatus cuyos patrones de bandas son fáciles de interpretar y reproducir cuando se prolonga drásticamente el tiempo de transición entre la hibridación y la extensión. El uso combinado de touchdown PCR y análisis por RAPD constituye un método sensible y exacto para la resolución de brotes nosocomiales por A. fumigatus (AU)


Subject(s)
Humans , Mycological Typing Techniques , Polymerase Chain Reaction , Random Amplified Polymorphic DNA Technique , Species Specificity , Time Factors , Opportunistic Infections , Aspergillosis , Aspergillus fumigatus , DNA, Fungal , Cross Infection , Genotype
12.
Enferm Infecc Microbiol Clin ; 21(9): 472-6, 2003 Nov.
Article in English, Spanish | MEDLINE | ID: mdl-14572378

ABSTRACT

INTRODUCTION: Aspergillus fumigatus is a filamentous fungus that acts as an opportunistic pathogen and has emerged as a major problem in immunosuppressed patients. Nosocomial outbreaks of aspergillosis are becoming more frequent, but their identification and epidemiological characterization is slow and difficult. OBJECTIVE: Description of a fast, sensitive, specific method to identify and fingerprint A. fumigatus using methodology available in clinical laboratories. METHODS: We studied several strains of A. fumigatus isolated from patients with invasive aspergillosis (n = 4), the hospital environment (n = 5) and reference cultures (n = 1), as well as other close phylogenetic fungal species from patients (n = 1), hospital environment (n = 6) and reference cultures (n = 1). A. fumigatus was identified by both touchdown PCR and conventional phenotyping methods. Genotyping was performed with random amplification of polymorphic DNA (RAPD) analysis, comparing the results from two primers (OPZ-19 and R-108) and different amplification protocols with regard to band resolution and reproducibility. RESULTS: Touchdown PCR and phenotype results were identical. Best RAPD results were obtained with the R-108 primer and considerably longer ramp times between annealing and extension. CONCLUSION: RAPD analysis is a fast, reliable tool for DNA fingerprinting. Patterns may be easier to repeat and interpret when longer ramp times are used. Touchdown PCR combined with RAPD analysis is a sensitive, accurate method for managing clinical outbreaks of Aspergillus fumigatus.


Subject(s)
Aspergillosis/diagnosis , Aspergillus fumigatus/isolation & purification , Cross Infection/diagnosis , Mycological Typing Techniques , Polymerase Chain Reaction , Random Amplified Polymorphic DNA Technique , Aspergillosis/epidemiology , Aspergillosis/microbiology , Aspergillus fumigatus/classification , Aspergillus fumigatus/genetics , Cross Infection/epidemiology , Cross Infection/microbiology , DNA, Fungal/analysis , Genotype , Humans , Opportunistic Infections/diagnosis , Opportunistic Infections/epidemiology , Opportunistic Infections/microbiology , Species Specificity , Time Factors
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